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Check identity and clothing continuity

Look beyond a good first frame when judging whether a generated subject still resembles the input.

· Hit the Road Dude

Still you, from start to finish
Look beyond a good first frame when judging whether a generated subject still resembles the input.

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Look beyond a good first frame when judging whether a generated subject still resembles the input.

In this guide

  1. Define recognizable features
  2. Compare expressions and turns
  3. Separate styling from continuity
  4. Notice substitutions and duplicates
  5. Describe the specific issue

At a glance

Review pointWhat to check
Identity cuesCompare face shape, hairline, eyewear or distinctive fur markings independently of matching clothing colors and backgrounds.
Turns and expressionsAfter a full playback, revisit face turns and open-mouth moments; for pets, compare ears, muzzle length and marking placement.
Clothing continuityFirst judge the intended identity and styling, then check that the chosen clothing stays consistent near hands, the seat and door edges.
Extra or replaced featuresInspect both sides of a cut for a replacement face, mirrored accessories or repeated paws; a single-subject request can still produce these faults.
Issue reportKeep the source, task and affected interval. Describe the specific change; a different model or higher resolution does not guarantee an identity repair.

Define recognizable features

Choose a few useful cues from the source: face shape, hairline, eyewear or distinctive fur markings. Avoid judging solely by shirt color or background. Those can match even when the underlying identity has drifted.

Compare expressions and turns

Play the video once without pausing, then revisit moments where the face turns or the mouth opens. Identity can appear stable front-on but change in profile. For pets, compare ear shape, muzzle length and marking placement as well as overall color.

Separate styling from continuity

The generated scene may interpret clothing differently from the source. First decide whether the result respects the identity and styling you intended. Then check whether that chosen clothing stays consistent throughout the clip, especially near hands, the seat and door edges.

Reference photo; Opening frame; Middle of clip; Final frame
Compare the face, clothing and accessories at the beginning, middle and end.

Notice substitutions and duplicates

Look for a second face appearing, mirrored accessories or repeated paws. A quick cut can hide a subject replacement, so examine the moment immediately before and after it. A single-subject request does not guarantee that every generated frame obeys it.

Describe the specific issue

Keep the task, source photo and affected time range. “Face changes at the turn near 00:06” is more useful than “looks wrong.” Contact support before deciding on another submission; a changed model or higher resolution does not guarantee an identity fix.

Questions about this guide

  • Treat the turn as a continuity issue. Save the affected time range and compare the frames immediately before and after the change.

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